hot_fair_utilities

Utilities for AI-assisted mapping workflows in fAIr.

Prerequisites

• Linux with GDAL system libraries available
• uv
• just

Local installation

just setup

Run sample workflows

just run ramp
just run yolo

just run ramp downloads the baseline checkpoint into ramp-data/baseline when needed. No ramp-code clone is required.

Docker workflow

TBF

Use bash as the container command if you want an interactive shell.

Notebook test workflow

Run Package_Test.ipynb to validate the package workflow on the sample dataset.

Benchmark docs

See docs/benchmark/sample-datasets.md for benchmark dataset details.

Development notes

Follow docs/Version_control.md for release and versioning guidance.